/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, * software distributed under the License is distributed on an * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY * KIND, either express or implied. See the License for the * specific language governing permissions and limitations * under the License. */ package hivemall.ftvec.hashing; import hivemall.utils.hashing.MurmurHash3; import java.util.List; import javax.annotation.Nonnull; import javax.annotation.Nullable; import org.apache.hadoop.hive.ql.exec.Description; import org.apache.hadoop.hive.ql.exec.UDF; import org.apache.hadoop.hive.ql.exec.UDFArgumentException; import org.apache.hadoop.hive.ql.udf.UDFType; import org.apache.hadoop.io.IntWritable; @Description(name = "mhash", value = "_FUNC_(string word) returns a murmurhash3 INT value starting from 1") @UDFType(deterministic = true, stateful = false) public final class MurmurHash3UDF extends UDF { @Nullable public IntWritable evaluate(@Nullable final String word) throws UDFArgumentException { return evaluate(word, MurmurHash3.DEFAULT_NUM_FEATURES); } @Nullable public IntWritable evaluate(@Nullable final String word, final int numFeatures) throws UDFArgumentException { if (word == null) { return null; } int h = mhash(word, numFeatures); return new IntWritable(h); } @Nullable public IntWritable evaluate(@Nullable final List<String> words) throws UDFArgumentException { return evaluate(words, MurmurHash3.DEFAULT_NUM_FEATURES); } @Nullable public IntWritable evaluate(@Nullable final List<String> words, final int numFeatures) throws UDFArgumentException { if (words == null) { return null; } final int size = words.size(); if (size == 0) { return new IntWritable(1); } final StringBuilder b = new StringBuilder(); b.append(words.get(0)); for (int i = 1; i < size; i++) { b.append('\t'); String v = words.get(i); b.append(v); } String s = b.toString(); return evaluate(s, numFeatures); } public static int mhash(@Nonnull final String word) { return mhash(word, MurmurHash3.DEFAULT_NUM_FEATURES); } public static int mhash(@Nonnull final String word, final int numFeatures) { int r = MurmurHash3.murmurhash3_x86_32(word, 0, word.length(), 0x9747b28c) % numFeatures; if (r < 0) { r += numFeatures; } return r + 1; } }